MCP server

FLOPS Index

io.github.zeroatflops/flopsindex-mcp

Checked 25 Oct 2026, 20:29 UTC · Connected to it and listed its tools

GPU rental reference prices (spot, on-demand, DePIN), key-free; every value carries a verify URL.

Website Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

5

Token cost

About 901 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

25 Oct 2026, 20:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http flopsindex-mcp https://app.flopsindex.com/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.flopsindex-mcp]
url = "https://app.flopsindex.com/mcp"

Gemini CLI

{"mcpServers":{"flopsindex-mcp":{"httpUrl":"https://app.flopsindex.com/mcp"}}}

Cursor

{"mcpServers":{"flopsindex-mcp":{"url":"https://app.flopsindex.com/mcp"}}}

VS Code

{"servers":{"flopsindex-mcp":{"type":"http","url":"https://app.flopsindex.com/mcp"}}}

Antigravity

agy mcp add flopsindex-mcp https://app.flopsindex.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"flopsindex-mcp","server_url":"https://app.flopsindex.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"flopsindex-mcp","server_url":"https://app.flopsindex.com/mcp"}

Tools

• get_index ~140 tokens
  Resolve a FLOPS index to its source-opaque PUBLIC citation payload. Returns exactly {index_id, value, unit, as_of, data_tier, confidence, methodology_url, verify_url, citation_url, permalink} — no source-level detail. Prefer get_index when you intend to CITE the value.
• get_price ~198 tokens
  Fetch the current published value for a FLOPS compute price index. Returns {value, unit, as_of, data_tier, confidence, verify_url, citation_url}. Cheapest way to answer 'what is the latest public reference price for X?' (refreshed every 6 hours). Confidence is a label (HIGH or MED), never a numeric
• list_indices ~143 tokens
  List all public FLOPS compute-price indices. Returns {count, indices[]} where each row is {index_id, family, value, unit, as_of, confidence, change_24h, delayed}. Use this to discover available indices before calling get_price or verify. No auth required.
• search_indices ~140 tokens
  Resolve a free-text query to canonical FLOPS index slugs. Use when you don't know the exact slug — e.g. 'H100 spot' returns the matching SPOT family entries. Best paired with get_price to look up + quote a value in one turn.
• verify ~280 tokens
  Check a FLOPS index value against the published index. Pass `value` with a number you are about to cite (or already hold) and the response tells you whether it is right: `verified` true/false, `expected` (what you submitted), `actual_value` (what FLOPS publishes) and `delta_pct`. Omit `value` to sim

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